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MailPilot: Live Demo

A production AI email platform built end-to-end on Google Cloud. Send it an email and see it work.

demo@lab5.ca
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A live AI agent responds to real emails. No signup required.

How the Demo Works

  1. 1

    Send a product question

    Email demo@lab5.ca with a question about the product specs in the knowledge base. Questions outside the knowledge base will receive a reply explaining how the demo works.

  2. 2

    The agent searches the knowledge base

    An AI agent searches product documentation stored in Google Drive, using a RAG pipeline to find relevant specifications.

  3. 3

    You get an accurate reply

    Within 60 seconds, you receive a professional response grounded in real data. The entire flow — from Gmail notification to reply — is fully automated.

Product Specifications

These questions are based on real product specification sheets. Review the source documents to verify the agent's accuracy.

Google Drive

Try These Questions

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Questions the agent can answer

These questions match products in the knowledge base. The agent will reply with accurate, sourced answers.

  • "What are the dimensions and weight of the TW-18.0K-1240 reverse osmosis system?"
  • "Which SF-100S softener would you recommend for a hospital needing at least 200 GPM continuous flow?"
  • "Which UV-COM model supports the highest flow rate, and what certifications does it have?"
  • "What happens if feed water TDS exceeds 5,000 ppm on the RO-200 series?"
  • "Compare the WS48-1200 and WS54-1500 softener models in capacity and flow rate."
  • "I need to treat hard water at 40 GPG for a commercial building. Do I need a softener before the RO system, or can the UV-COM handle it?"
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Questions the agent will decline

These products are not in the knowledge base. The agent will tell you it doesn't have that information rather than guess.

  • "What is the price of the Pentair Evoqua chlorine dioxide generator?"
  • "Can you recommend a Grundfos booster pump for a 20-story building?"

Architecture & Technical Decisions

MailPilot is an event-driven email automation platform built on Google Cloud and Google Workspace. Here's how it works and why I made these choices.

Frontend

Astro SSG, Tailwind CSS, Cloudflare Workers. Static generation for zero cold-start latency, deployed at the edge globally.

Backend

Python, Google Cloud Functions, Cloud Pub/Sub. Event-driven architecture triggered by Gmail push notifications. Serverless for scale-to-zero costs.

AI Layer

LLM integration, Google Drive knowledge base. RAG pipeline searches product documentation. Structured prompts guide multi-turn email conversations.

Let's build something like this for you

Imagine this for your business. MailPilot demonstrates my approach: identify a real business problem, connect systems on Google Cloud, build end-to-end, and deploy to production.

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